SOTAVerified

Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

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Papers

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Showing 1426–1450 of 4740 papers

TitleStatusHype
Enhancing search engine precision and user experience through sentiment-based polysemy resolution—0
Advancing the Search Frontier with AI Agents—0
GAR-meets-RAG Paradigm for Zero-Shot Information Retrieval—0
DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text—0
Zero-Shot Medical Information Retrieval via Knowledge Graph Embedding—0
Overview of LiLAS 2020 -- Living Labs for Academic Search—0
Strategies to Harness the Transformers' Potential: UNSL at eRisk 2023—0
Overview of the CLAIMSCAN-2023: Uncovering Truth in Social Media through Claim Detection and Identification of Claim Spans—0
MILL: Mutual Verification with Large Language Models for Zero-Shot Query ExpansionCode0
RAIFLE: Reconstruction Attacks on Interaction-based Federated Learning with Adversarial Data ManipulationCode0
A Few-Shot Learning Focused Survey on Recent Named Entity Recognition and Relation Classification Methods—0
ViCLEVR: A Visual Reasoning Dataset and Hybrid Multimodal Fusion Model for Visual Question Answering in VietnameseCode0
Generative AI for Software Metadata: Overview of the Information Retrieval in Software Engineering Track at FIRE 2023—0
Cultural Adaptation of Recipes—0
CUNI Submission to MRL 2023 Shared Task on Multi-lingual Multi-task Information Retrieval—0
Understanding Social Structures from Contemporary Literary Fiction using Character Interaction Graph -- Half Century Chronology of Influential Bengali Writers—0
Length is a Curse and a Blessing for Document-level SemanticsCode0
KITAB: Evaluating LLMs on Constraint Satisfaction for Information RetrievalCode0
Creating a silver standard for patent simplificationCode0
Chain-of-Factors Paper-Reviewer MatchingCode0
Bi-Encoders based Species Normalization -- Pairwise Sentence Learning to Rank—0
VR PreM+ : An Immersive Pre-learning Branching Visualization System for Museum Tours—0
Know Where to Go: Make LLM a Relevant, Responsible, and Trustworthy Searcher—0
Large Language Models Help Humans Verify Truthfulness -- Except When They Are Convincingly Wrong—0
CIR at the NTCIR-17 ULTRE-2 Task—0
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All datasetsBSARDMS MARCOCQADupStackTREC-PMAmazonMSLR WEB30KMSMARCOMTEBNews HeadlinesOhsumed

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Two-tower Bi-Encoder (RoBERTa)Recall@10074.78—Unverified
2Siamese Bi-Encoder (RoBERTa)Recall@10071.63—Unverified
3BM25Recall@10051.33—Unverified
#ModelMetricClaimedVerifiedStatus
1RetroMAE v2MRR@1042.58—Unverified
2ConAE-256Time (ms)0.33—Unverified
3ConAE-128Time (ms)0.32—Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-BE-5.8BmAP@1000.16—Unverified
2TSDAEmAP@1000.15—Unverified
#ModelMetricClaimedVerifiedStatus
1hpipubcommoninfNDCG0.56—Unverified
2hpictallinfNDCG0.55—Unverified
#ModelMetricClaimedVerifiedStatus
1MINDHR@300.32—Unverified
#ModelMetricClaimedVerifiedStatus
1Distilled NetworknDCG@100.53—Unverified
#ModelMetricClaimedVerifiedStatus
1RetroMAEMRR@100.42—Unverified
#ModelMetricClaimedVerifiedStatus
1SGPT-5.8B-msmarconDCG@1050.25—Unverified
#ModelMetricClaimedVerifiedStatus
1Information Retrieval + SVM1:1 Accuracy83.79—Unverified
#ModelMetricClaimedVerifiedStatus
1BERT+CONCEPT FILTERNDCG0.25—Unverified